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General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 981–990 of 14581 papers

Title	Date	Tasks	Status	Hype
One Explanation is Not Enough: Structured Attention Graphs for Image Classification	Nov 13, 2020	Classificationcounterfactual	CodeCode Available	1
Subspace Capsule Network	Feb 7, 2020	General ClassificationGenerative Adversarial Network	CodeCode Available	1
Achieving robustness in classification using optimal transport with hinge regularization	Jun 11, 2020	Adversarial RobustnessBinary Classification	CodeCode Available	1
AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification	Apr 21, 2020	General Classificationimage-classification	CodeCode Available	1
Supervised Learning with Quantum Measurements	Apr 2, 2020	Bayesian InferenceGeneral Classification	CodeCode Available	1
Supervised Multimodal Bitransformers for Classifying Images and Text	Sep 6, 2019	General ClassificationNatural Language Inference	CodeCode Available	1
TAFSSL: Task-Adaptive Feature Sub-Space Learning for few-shot classification	Mar 14, 2020	DiversityFew-Shot Learning	CodeCode Available	1
Task-Driven Convolutional Recurrent Models of the Visual System	Jun 20, 2018	General ClassificationObject Recognition	CodeCode Available	1
Task-Oriented Feature Distillation	Dec 1, 2020	3D ClassificationGeneral Classification	CodeCode Available	1
A new Backdoor Attack in CNNs by training set corruption without label poisoning	Feb 12, 2019	Backdoor AttackGeneral Classification	CodeCode Available	1

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All datasets XOR iris Activity Fashion-MNIST ISOLET Mice Protein MNIST Wine

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	KNN	Accuracy	93.1	—	Unverified
2	RF	Accuracy	92.96	—	Unverified
3	CART	Accuracy	92.82	—	Unverified
4	LDA	Accuracy	77.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified
2	XBNET	Accuracy	100	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	67.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	68.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	13.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	90.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified